Value Added Batting Data 1980 to 1998 |
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Over on SABR-L, I've been writing for some time about using the value added approach to evaluating hitting, stolen bases and pitching. This approach was originally developed by Gary R. Skoog in an article called MEASURING RUNS CREATED: THE VALUE ADDED APPROACH in The 1987 Bill James Baseball Abstract and uses Expected Future Runs tables to evaluate how much a batter, base-runner or pitcher helped or hurt his team. Expected Future Runs tables contain the average number of runs a team scores from each of the 24 game situations, with outs going from 0 to 2 outs and the bases going from empty to run. Here's a sample table for the 1996 AL:
Using these tables, we determine the value of each play to be equal to: ending-value + runs-scored-on-play - starting-value So a two-out grand-slam home runs would be worth: .128 + 4 - .907=3.221 runs While a strikeout in the same situation would have a value of: 0 - .907=-.907 runs The data accompanying this article has value added data for each batter from 1980 to 1997. Here's a sample entry (because of the wide lines, I've broken it into two parts, the right and left side): Name Year Team AB H 2B 3B HR BB SF GDP HBP ROE Thomas,Frank 1990 CHI A 191 63 11 3 7 44 3 5 2 1 Thomas,Frank 1991 CHI A 559 178 31 2 32 138 2 20 1 7 Thomas,Frank 1992 CHI A 573 185 46 2 24 122 11 19 5 4 Thomas,Frank 1993 CHI A 549 174 36 0 41 112 13 10 2 6 Thomas,Frank 1994 CHI A 399 141 34 1 38 109 7 15 2 4 Thomas,Frank 1995 CHI A 493 152 27 0 40 136 12 14 6 3 Thomas,Frank 1996 CHI A 527 184 26 0 40 109 8 25 5 2 Thomas,Frank 1997 CHI A 530 184 35 0 35 109 7 15 3 6 Thomas,Frank 1998 CHI A 585 155 35 2 29 110 11 14 6 8 Thomas,Frank Total 4406 1416 281 10 286 989 74 137 32 41 SB CS OUTS VABR BPF A/BPF A/POS VASBR VAMR VATOT TOT/P EPCT 0 1 136 21.0 1.019 20.1 15.8 -0.2 0.1 19.9 15.6 .008 1 2 404 59.4 1.007 58.4 49.5 -1.2 2.3 57.2 48.3 .018 6 3 419 60.3 .953 67.2 55.5 -0.5 2.0 66.7 55.0 .010 4 2 399 66.3 1.013 64.4 45.4 0.0 1.5 64.4 45.4 .015 2 3 281 63.2 .970 67.2 51.6 -0.8 1.2 66.4 50.8 .015 3 2 367 51.5 .964 56.5 36.5 -0.6 1.2 55.9 35.9 .008 1 1 380 60.6 .933 71.2 53.9 0.0 1.5 71.2 53.9 .006 1 1 368 72.3 .960 79.0 60.8 0.3 1.8 79.3 61.1 .008 7 0 455 29.6 1.019 27.4 14.3 1.2 2.3 28.6 15.5 .009 25 15 3209 484.2 .980 511.4 383.3 -1.8 13.9 509.6 381.5 .011 The non-obvious categories: ROE -- reached on errors. OUTS -- the outs used up by the batter both at the plate and on the basepaths. He is charged with all outs that are made on balls he puts into play (as well as a single out for each strikeout). For example, if he lines into a double-play, he is charged with two outs, while if he reaches on an error, no out is charged. He is also charged an out for each caught stealing or pick-off. VABR -- unadjusted value-added batting runs. This is the sum of the values of each batting play (where the batter either puts the ball into play or strikes out). BPF -- ball-park factor. These factors are computed for each batter using the number of plate appearances he had in each park. A/BPF -- VABR adjusted by the ball-park factor. A/POS -- A/BPF adjusted for the defensive position played. Basically, I determined the average value of a play by batters at each defensive position and determined how many runs above or below average each player was among those at his position. VASBR -- value-added stolen base runs. This is the sum of the values of each running play for which the player was the lead runner. Running plays are stolen bases, caught stealing, pick-offs, errors attempting pickoffs and balks. VAMR -- value-added miscellaneous runs. This is the sum of the values of wild pitches or passed balls that occurred while the player was the lead runner. VATOT -- A/BPF plus VASBR. TOT/P -- A/POS plus VASBR. EPCT -- ROE divided by AB + SF - H.Tom Ruane Downloading the data filesYou can either download the data as plain text or as a comma separated value (csv) file. The text files are broken down by last name. The files are encoded into compressed "zip" files. If you do not have a compression program, here's where you can download one. vab.zip Text - Players A-B (87 Kb) vce.zip Text - Players C-E (82 Kb) vfg.zip Text - Players F-G (59 Kb) vhi.zip Text - Players H-I (48 Kb) vjl.zip Text - Players J-L (71 Kb) vmo.zip Text - Players M-O (90 Kb) pr.zip Text - Players P-R (75 Kb) vs.zip Text - Players V-S (61 Kb) vtz.zip Text - Players T-Z (81 Kb) The csv file can easily be imported into any database program and contains data for all players. VAR-csv.zip CSV - All Players (472 Kb) |
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